COVID-19 in Italy. Visuals

(alternatively, see results and code together here)

 

Data source: this GitHubi page

Authors and sources mentioned: Editore/Autore del dataset: Dipartimento della Protezione Civile. Categoria ISO 19115: Salute. Dati forniti dal Ministero della Salute.

Regional data files (Dati per Regione):
  • Struttura file giornaliero: dpc-covid19-ita-regioni-yyyymmdd.csv (dpc-covid19-ita-regioni-20200224.csv)
  • File complessivo: dpc-covid19-ita-regioni.csv
  • File ultimi dati (latest): dpc-covid19-ita-regioni-latest.csv

 

Out[4]:

Currently data as of date: 2020-11-01T17:00:00

 

What's in the original dataframe?

Out[5]:

All column names: ['data', 'stato', 'codice_regione', 'denominazione_regione', 'lat', 'long', 'ricoverati_con_sintomi', 'terapia_intensiva', 'totale_ospedalizzati', 'isolamento_domiciliare', 'totale_positivi', 'variazione_totale_positivi', 'nuovi_positivi', 'dimessi_guariti', 'deceduti', 'casi_da_sospetto_diagnostico', 'casi_da_screening', 'totale_casi', 'tamponi', 'casi_testati', 'note']

Out[6]:
data stato codice_regione denominazione_regione lat long ricoverati_con_sintomi terapia_intensiva totale_ospedalizzati isolamento_domiciliare ... variazione_totale_positivi nuovi_positivi dimessi_guariti deceduti casi_da_sospetto_diagnostico casi_da_screening totale_casi tamponi casi_testati note
5287 2020-11-01T17:00:00 ITA 19 Sicilia 38.115697 13.362357 999 132 1131 14193 ... 882 1095 7011 518 14475.0 8378.0 22853 693322 488072.0 NaN
5288 2020-11-01T17:00:00 ITA 9 Toscana 43.769231 11.255889 1106 173 1279 28695 ... 2130 2379 15305 1363 37515.0 9127.0 46642 1106715 736419.0 NaN
5289 2020-11-01T17:00:00 ITA 10 Umbria 43.106758 12.388247 295 46 341 6869 ... 656 768 3602 135 3247.0 7700.0 10947 302117 175572.0 NaN
5290 2020-11-01T17:00:00 ITA 2 Valle d'Aosta 45.737503 7.320149 161 12 173 1747 ... 107 135 1281 174 2972.0 403.0 3375 41665 26164.0 NaN
5291 2020-11-01T17:00:00 ITA 5 Veneto 45.434905 12.338452 832 132 964 30450 ... 2235 2300 25421 2418 25008.0 34245.0 59253 2342686 910040.0 NaN

5 rows × 21 columns

 

Variable names to English and their explanation

  • HospWithSymptoms : Currently hospitalized patients with symptoms
  • IC : Intensive care
  • HospTotal: Total number of currently hospitalized patients
  • AtHome : Currently at home confinement
  • CurrentlyPositive : Total amount of current positive cases (Hospitalised patients + Home confinement)
  • NewPositives : New amount of positive cases (Actual total amount of current positive cases - total amount of current positive cases of the previous day)
  • TotalCases : Total amount of positive cases
  • NoOfTests : Tests performed
Out[7]:
Date Region Lat Long HospWithSymptoms IC HospTotal AtHome CurrentlyPositive VariationOfPositives NewPositives Recovered Deaths Diagnostico Screening TotalCases NoOfTests casi_testati note Pop
Date
2020-10-28 2020-10-28 Veneto 45.434905 12.338452 708 90 798 20802 21600 2083 2143 25180 2355 24377.0 24758.0 49135 2275869 886165.0 NaN 4905854
2020-10-29 2020-10-29 Veneto 45.434905 12.338452 759 97 856 22770 23626 2026 2109 25247 2371 24522.0 26722.0 51244 2288598 890507.0 NaN 4905854
2020-10-30 2020-10-30 Veneto 45.434905 12.338452 777 117 894 25653 26547 2921 3012 25321 2388 24718.0 29538.0 54256 2310397 898237.0 NaN 4905854
2020-10-31 2020-10-31 Veneto 45.434905 12.338452 801 123 924 28255 29179 2632 2697 25373 2401 24864.0 32089.0 56953 2328514 904337.0 NaN 4905854
2020-11-01 2020-11-01 Veneto 45.434905 12.338452 832 132 964 30450 31414 2235 2300 25421 2418 25008.0 34245.0 59253 2342686 910040.0 NaN 4905854

 

daily numbers & moving averages (MA)

(double click and click on legend to select one or multiple regions in the graph)

 

All regions together